five

Conveyor Belt Pick-and-Place Simulation

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arXiv2025-09-30 收录
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资源简介:
该数据集模拟了一个场景,其中三条机械臂沿着移动的传送带排列,从传送带上抓取物体并将其放置到收集箱中。数据集还包括了诸如抓取成功率、传送带速度和新物体出现概率等参数,这些参数会影响分配算法的性能和可扩展性。该规模涉及三台具有不同任务参数的机械臂,任务是在不确定情况下进行多机器人任务分配。

This dataset simulates a scenario where three robotic arms are arranged along a moving conveyor belt, tasked with grasping objects from the belt and placing them into collection bins. The dataset also includes key parameters such as grasp success rate, conveyor belt speed, and the probability of new object appearance, which affect the performance and scalability of allocation algorithms. This setup involves three robotic arms with distinct task parameters, and the core task is multi-robot task allocation under uncertainty.
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